File size: 17,882 Bytes
70a679f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
{
    "results": {
        "harness|ko_arc_challenge|25": {
            "acc": 0.32593856655290104,
            "acc_stderr": 0.013697432466693249,
            "acc_norm": 0.3839590443686007,
            "acc_norm_stderr": 0.014212444980651894
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.37492531368253335,
            "acc_stderr": 0.004831142570475497,
            "acc_norm": 0.4856602270464051,
            "acc_norm_stderr": 0.004987728900897592
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.5263157894736842,
            "acc_stderr": 0.03829509868994727,
            "acc_norm": 0.5263157894736842,
            "acc_norm_stderr": 0.03829509868994727
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.6213592233009708,
            "acc_stderr": 0.04802694698258975,
            "acc_norm": 0.6213592233009708,
            "acc_norm_stderr": 0.04802694698258975
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.4878671775223499,
            "acc_stderr": 0.017874698667491355,
            "acc_norm": 0.4878671775223499,
            "acc_norm_stderr": 0.017874698667491355
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.3925925925925926,
            "acc_stderr": 0.042185062153688786,
            "acc_norm": 0.3925925925925926,
            "acc_norm_stderr": 0.042185062153688786
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421276,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421276
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.39574468085106385,
            "acc_stderr": 0.03196758697835363,
            "acc_norm": 0.39574468085106385,
            "acc_norm_stderr": 0.03196758697835363
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.40963855421686746,
            "acc_stderr": 0.03828401115079021,
            "acc_norm": 0.40963855421686746,
            "acc_norm_stderr": 0.03828401115079021
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4983922829581994,
            "acc_stderr": 0.02839794490780661,
            "acc_norm": 0.4983922829581994,
            "acc_norm_stderr": 0.02839794490780661
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.5067264573991032,
            "acc_stderr": 0.033554765962343545,
            "acc_norm": 0.5067264573991032,
            "acc_norm_stderr": 0.033554765962343545
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.48854961832061067,
            "acc_stderr": 0.04384140024078016,
            "acc_norm": 0.48854961832061067,
            "acc_norm_stderr": 0.04384140024078016
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.43,
            "acc_stderr": 0.049756985195624284,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.049756985195624284
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5505050505050505,
            "acc_stderr": 0.0354413249194797,
            "acc_norm": 0.5505050505050505,
            "acc_norm_stderr": 0.0354413249194797
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4896551724137931,
            "acc_stderr": 0.041657747757287644,
            "acc_norm": 0.4896551724137931,
            "acc_norm_stderr": 0.041657747757287644
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.27450980392156865,
            "acc_stderr": 0.044405219061793275,
            "acc_norm": 0.27450980392156865,
            "acc_norm_stderr": 0.044405219061793275
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.5084033613445378,
            "acc_stderr": 0.03247390276569669,
            "acc_norm": 0.5084033613445378,
            "acc_norm_stderr": 0.03247390276569669
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.4794871794871795,
            "acc_stderr": 0.025329663163489943,
            "acc_norm": 0.4794871794871795,
            "acc_norm_stderr": 0.025329663163489943
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.64,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.64,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.23,
            "acc_stderr": 0.04229525846816505,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816505
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4722222222222222,
            "acc_stderr": 0.048262172941398944,
            "acc_norm": 0.4722222222222222,
            "acc_norm_stderr": 0.048262172941398944
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.41379310344827586,
            "acc_stderr": 0.03465304488406796,
            "acc_norm": 0.41379310344827586,
            "acc_norm_stderr": 0.03465304488406796
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.46774193548387094,
            "acc_stderr": 0.02838474778881333,
            "acc_norm": 0.46774193548387094,
            "acc_norm_stderr": 0.02838474778881333
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.7777777777777778,
            "acc_stderr": 0.027236013946196687,
            "acc_norm": 0.7777777777777778,
            "acc_norm_stderr": 0.027236013946196687
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.4830188679245283,
            "acc_stderr": 0.030755120364119898,
            "acc_norm": 0.4830188679245283,
            "acc_norm_stderr": 0.030755120364119898
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.5545454545454546,
            "acc_stderr": 0.047605488214603246,
            "acc_norm": 0.5545454545454546,
            "acc_norm_stderr": 0.047605488214603246
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.3592592592592593,
            "acc_stderr": 0.029252905927251976,
            "acc_norm": 0.3592592592592593,
            "acc_norm_stderr": 0.029252905927251976
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2847682119205298,
            "acc_stderr": 0.03684881521389023,
            "acc_norm": 0.2847682119205298,
            "acc_norm_stderr": 0.03684881521389023
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.6417910447761194,
            "acc_stderr": 0.03390393042268815,
            "acc_norm": 0.6417910447761194,
            "acc_norm_stderr": 0.03390393042268815
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3352601156069364,
            "acc_stderr": 0.03599586301247077,
            "acc_norm": 0.3352601156069364,
            "acc_norm_stderr": 0.03599586301247077
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.38095238095238093,
            "acc_stderr": 0.025010749116137602,
            "acc_norm": 0.38095238095238093,
            "acc_norm_stderr": 0.025010749116137602
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3402777777777778,
            "acc_stderr": 0.03962135573486219,
            "acc_norm": 0.3402777777777778,
            "acc_norm_stderr": 0.03962135573486219
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621505,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621505
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.6,
            "acc_stderr": 0.04923659639173309,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.04923659639173309
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.5115606936416185,
            "acc_stderr": 0.02691189868637792,
            "acc_norm": 0.5115606936416185,
            "acc_norm_stderr": 0.02691189868637792
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4662576687116564,
            "acc_stderr": 0.03919415545048409,
            "acc_norm": 0.4662576687116564,
            "acc_norm_stderr": 0.03919415545048409
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.5123456790123457,
            "acc_stderr": 0.027812262269327242,
            "acc_norm": 0.5123456790123457,
            "acc_norm_stderr": 0.027812262269327242
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.5025906735751295,
            "acc_stderr": 0.03608390745384487,
            "acc_norm": 0.5025906735751295,
            "acc_norm_stderr": 0.03608390745384487
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2807017543859649,
            "acc_stderr": 0.04227054451232199,
            "acc_norm": 0.2807017543859649,
            "acc_norm_stderr": 0.04227054451232199
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5155963302752293,
            "acc_stderr": 0.02142689153920805,
            "acc_norm": 0.5155963302752293,
            "acc_norm_stderr": 0.02142689153920805
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.3888888888888889,
            "acc_stderr": 0.04360314860077459,
            "acc_norm": 0.3888888888888889,
            "acc_norm_stderr": 0.04360314860077459
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.5032679738562091,
            "acc_stderr": 0.02862930519400355,
            "acc_norm": 0.5032679738562091,
            "acc_norm_stderr": 0.02862930519400355
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.45,
            "acc_stderr": 0.05,
            "acc_norm": 0.45,
            "acc_norm_stderr": 0.05
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.7024793388429752,
            "acc_stderr": 0.04173349148083499,
            "acc_norm": 0.7024793388429752,
            "acc_norm_stderr": 0.04173349148083499
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.4407894736842105,
            "acc_stderr": 0.04040311062490436,
            "acc_norm": 0.4407894736842105,
            "acc_norm_stderr": 0.04040311062490436
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.41013071895424835,
            "acc_stderr": 0.0198984127176359,
            "acc_norm": 0.41013071895424835,
            "acc_norm_stderr": 0.0198984127176359
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.34397163120567376,
            "acc_stderr": 0.028338017428611334,
            "acc_norm": 0.34397163120567376,
            "acc_norm_stderr": 0.028338017428611334
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.41964285714285715,
            "acc_stderr": 0.04684099321077106,
            "acc_norm": 0.41964285714285715,
            "acc_norm_stderr": 0.04684099321077106
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.4074074074074074,
            "acc_stderr": 0.03350991604696044,
            "acc_norm": 0.4074074074074074,
            "acc_norm_stderr": 0.03350991604696044
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.22905027932960895,
            "acc_stderr": 0.014054314935614548,
            "acc_norm": 0.22905027932960895,
            "acc_norm_stderr": 0.014054314935614548
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.61,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.61,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3235294117647059,
            "acc_stderr": 0.02841820861940679,
            "acc_norm": 0.3235294117647059,
            "acc_norm_stderr": 0.02841820861940679
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.5714285714285714,
            "acc_stderr": 0.03168091161233882,
            "acc_norm": 0.5714285714285714,
            "acc_norm_stderr": 0.03168091161233882
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.6033755274261603,
            "acc_stderr": 0.031843998738112236,
            "acc_norm": 0.6033755274261603,
            "acc_norm_stderr": 0.031843998738112236
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.34224250325945244,
            "acc_stderr": 0.012117939998705867,
            "acc_norm": 0.34224250325945244,
            "acc_norm_stderr": 0.012117939998705867
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.46078431372549017,
            "acc_stderr": 0.03498501649369527,
            "acc_norm": 0.46078431372549017,
            "acc_norm_stderr": 0.03498501649369527
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.44242424242424244,
            "acc_stderr": 0.03878372113711274,
            "acc_norm": 0.44242424242424244,
            "acc_norm_stderr": 0.03878372113711274
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.3023255813953488,
            "mc1_stderr": 0.016077509266133033,
            "mc2": 0.47167018965487756,
            "mc2_stderr": 0.01567124236565171
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.46635182998819363,
            "acc_stderr": 0.017151384117131865,
            "acc_norm": 0.5088547815820543,
            "acc_norm_stderr": 0.017187658199336736
        }
    },
    "versions": {
        "all": 0,
        "harness|ko_arc_challenge|25": 0,
        "harness|ko_hellaswag|10": 0,
        "harness|ko_mmlu_world_religions|5": 1,
        "harness|ko_mmlu_management|5": 1,
        "harness|ko_mmlu_miscellaneous|5": 1,
        "harness|ko_mmlu_anatomy|5": 1,
        "harness|ko_mmlu_abstract_algebra|5": 1,
        "harness|ko_mmlu_conceptual_physics|5": 1,
        "harness|ko_mmlu_virology|5": 1,
        "harness|ko_mmlu_philosophy|5": 1,
        "harness|ko_mmlu_human_aging|5": 1,
        "harness|ko_mmlu_human_sexuality|5": 1,
        "harness|ko_mmlu_medical_genetics|5": 1,
        "harness|ko_mmlu_high_school_geography|5": 1,
        "harness|ko_mmlu_electrical_engineering|5": 1,
        "harness|ko_mmlu_college_physics|5": 1,
        "harness|ko_mmlu_high_school_microeconomics|5": 1,
        "harness|ko_mmlu_high_school_macroeconomics|5": 1,
        "harness|ko_mmlu_computer_security|5": 1,
        "harness|ko_mmlu_global_facts|5": 1,
        "harness|ko_mmlu_jurisprudence|5": 1,
        "harness|ko_mmlu_high_school_chemistry|5": 1,
        "harness|ko_mmlu_high_school_biology|5": 1,
        "harness|ko_mmlu_marketing|5": 1,
        "harness|ko_mmlu_clinical_knowledge|5": 1,
        "harness|ko_mmlu_public_relations|5": 1,
        "harness|ko_mmlu_high_school_mathematics|5": 1,
        "harness|ko_mmlu_high_school_physics|5": 1,
        "harness|ko_mmlu_sociology|5": 1,
        "harness|ko_mmlu_college_medicine|5": 1,
        "harness|ko_mmlu_elementary_mathematics|5": 1,
        "harness|ko_mmlu_college_biology|5": 1,
        "harness|ko_mmlu_college_chemistry|5": 1,
        "harness|ko_mmlu_us_foreign_policy|5": 1,
        "harness|ko_mmlu_moral_disputes|5": 1,
        "harness|ko_mmlu_logical_fallacies|5": 1,
        "harness|ko_mmlu_prehistory|5": 1,
        "harness|ko_mmlu_college_mathematics|5": 1,
        "harness|ko_mmlu_high_school_government_and_politics|5": 1,
        "harness|ko_mmlu_econometrics|5": 1,
        "harness|ko_mmlu_high_school_psychology|5": 1,
        "harness|ko_mmlu_formal_logic|5": 1,
        "harness|ko_mmlu_nutrition|5": 1,
        "harness|ko_mmlu_business_ethics|5": 1,
        "harness|ko_mmlu_international_law|5": 1,
        "harness|ko_mmlu_astronomy|5": 1,
        "harness|ko_mmlu_professional_psychology|5": 1,
        "harness|ko_mmlu_professional_accounting|5": 1,
        "harness|ko_mmlu_machine_learning|5": 1,
        "harness|ko_mmlu_high_school_statistics|5": 1,
        "harness|ko_mmlu_moral_scenarios|5": 1,
        "harness|ko_mmlu_college_computer_science|5": 1,
        "harness|ko_mmlu_high_school_computer_science|5": 1,
        "harness|ko_mmlu_professional_medicine|5": 1,
        "harness|ko_mmlu_security_studies|5": 1,
        "harness|ko_mmlu_high_school_world_history|5": 1,
        "harness|ko_mmlu_professional_law|5": 1,
        "harness|ko_mmlu_high_school_us_history|5": 1,
        "harness|ko_mmlu_high_school_european_history|5": 1,
        "harness|ko_truthfulqa_mc|0": 0,
        "harness|ko_commongen_v2|2": 1
    },
    "config_general": {
        "model_name": "BAAI/Infinity-Instruct-3M-0625-Mistral-7B",
        "model_sha": "302e3ae0bcc50dae3fb69fc1b08b518398e8c407",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}